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@SMILELab-FL

SMILELab-FL

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  1. FedLab FedLab Public

    A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

    Jupyter Notebook 674 125

  2. FedLab-benchmarks FedLab-benchmarks Public

    Standard federated learning implementations in FedLab and FL benchmarks.

    Jupyter Notebook 148 46

  3. FedNoisy FedNoisy Public

    Benchmark for federated noisy label learning

    Python 15 4

  4. FedPETuning FedPETuning Public

    Python 44 15

  5. FedLegal FedLegal Public

    The first real-world FL benchmark for legal NLP

    Python 11 1

  6. FedVocab FedVocab Public

    Code for paper "Federated Model Decomposition with Private Vocabulary for Text Classification"

    Python 3

Repositories

Showing 10 of 10 repositories
  • FedAttack Public

    Dataset for "Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding".

    0 Apache-2.0 0 0 0 Updated Mar 11, 2024
  • FedLab Public

    A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

    Jupyter Notebook 674 Apache-2.0 125 4 0 Updated Jan 31, 2024
  • FedLab-benchmarks Public

    Standard federated learning implementations in FedLab and FL benchmarks.

    Jupyter Notebook 148 Apache-2.0 46 0 2 Updated Jan 29, 2024
  • FedLegal Public

    The first real-world FL benchmark for legal NLP

    Python 11 1 1 0 Updated Nov 29, 2023
  • FedNoisy Public

    Benchmark for federated noisy label learning

    Python 15 Apache-2.0 4 0 0 Updated Aug 24, 2023
  • Python 44 15 4 0 Updated Jun 2, 2023
  • FedVocab Public

    Code for paper "Federated Model Decomposition with Private Vocabulary for Text Classification"

    Python 3 Apache-2.0 0 0 0 Updated Dec 11, 2022
  • FedLab-NLP Public

    FedLab-NLP: A Fast and highly Customizable Framework for Federated Learning in Natural Language Processing

    Python 9 Apache-2.0 1 0 0 Updated Aug 19, 2022
  • FedLab-Graph Public

    A Federated Learning Framework for Graph Learning that is built on FedLab and refers to FederatedScope's graph implementation.

    Python 7 Apache-2.0 0 0 0 Updated Jul 29, 2022
  • Dive-into-Federated-Learning Public

    Tutorials and paper lists for federated learning

    62 Apache-2.0 4 0 0 Updated May 22, 2022

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